predict.woe: Weights of evidence
Description
Applies weight of evidence transform of factor variables for binary classification based on a model of class woe
.
Usage
# S3 method for woe
predict(object, newdata, replace = TRUE, ...)
Arguments
object
Object resulting from a call of woe
.
newdata
A matrix or data frame where WOE transform should be applied of the same dimension as the data used for training the woe
object.
replace
Logical flag specifying whether the original factor variables should be kept in the output.
Value
Data frame including the transformed numeric woe
variables.
References
Good, I. (1950): Probability and the Weighting of Evidences. Charles Griffin, London.
Examples
Run this code# NOT RUN {
# see examples in ?woe
# }
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